Empirical Evaluation of Variational Autoencoders for Data Augmentation.
Javier JorgeJesús ViecoRoberto ParedesJoan-Andreu SánchezJosé-Miguel BenedíPublished in: VISIGRAPP (5: VISAPP) (2018)
Keyphrases
- empirical evaluation
- data sets
- original data
- training data
- data structure
- small number
- experimental data
- data processing
- complex data
- data quality
- data distribution
- spatial data
- statistical analysis
- data collection
- image data
- end users
- data sources
- prior knowledge
- knowledge discovery
- data analysis
- high quality
- association rules
- database
- neural network
- decision trees
- raw data
- multimedia data
- bayesian networks
- missing data
- high dimensional data
- wireless sensor networks
- data points